1 files changed, 6 insertions, 0 deletions
diff --git a/BASELINES.md b/BASELINES.md
index 52fd12c..14c969c 100644
--- a/BASELINES.md
+++ b/BASELINES.md
@@ -32,6 +32,12 @@ The audited implementations and completed results are in `RESULTS.md`:
   stochastic update vanishes sample-by-sample at Q=W; the extra feedback
   prediction convolution is included in MAC accounting. It is also an
   inherited learned-alignment control;
+- modified Kolen--Pollack (`kp`) is the reciprocal local-plasticity baseline of
+  Akrout et al. Forward and feedback synapses independently recompute the same
+  correlation from their own local activity pair and use matched optimizer and
+  decay dynamics. The feedback update never reads W or its update. A separate
+  reciprocal correlation is charged in the MAC audit; `KP_BASELINE.md` freezes
+  its staged ResNet gate before any KP task endpoint;
 - direct node perturbation uses a causal target on every hidden update and no
   learned vectorizer;
 - the no-traffic, `P=0` SDIL backbone is learned direct feedback by node